Overview
Brought to you by YData
Dataset statistics
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Number of variables | 8 | 8 |
| Number of observations | 10000000 | 10000000 |
| Missing cells | 0 | 0 |
| Missing cells (%) | 0.0% | 0.0% |
| Duplicate rows | 0 | 0 |
| Duplicate rows (%) | 0.0% | 0.0% |
| Total size in memory | 3.5 GiB | 3.5 GiB |
| Average record size in memory | 370.9 B | 370.9 B |
Variable types
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Numeric | 3 | 3 |
| Text | 1 | 1 |
| Categorical | 3 | 3 |
| DateTime | 1 | 1 |
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
purchase_id has unique values | purchase_id has unique values | Unique |
Reproduction
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Analysis started | 2025-08-04 16:08:55.587886 | 2025-08-04 16:16:49.452099 |
| Analysis finished | 2025-08-04 16:16:49.422841 | 2025-08-04 16:48:33.873773 |
| Duration | 7 minutes and 53.83 seconds | 31 minutes and 44.42 seconds |
| Software version | ydata-profiling vv4.16.1 | ydata-profiling vv4.16.1 |
| Download configuration | config.json | config.json |
Variables
customer_id
Real number (ℝ)
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Distinct | 8999 | 8999 |
| Distinct (%) | 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 5499.6037 | 5499.6037 |
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Minimum | 1000 | 1000 |
| Maximum | 9998 | 9998 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 76.3 MiB | 76.3 MiB |
Quantile statistics
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Minimum | 1000 | 1000 |
| 5-th percentile | 1451 | 1451 |
| Q1 | 3250 | 3250 |
| median | 5500 | 5500 |
| Q3 | 7749 | 7749 |
| 95-th percentile | 9548 | 9548 |
| Maximum | 9998 | 9998 |
| Range | 8998 | 8998 |
| Interquartile range (IQR) | 4499 | 4499 |
Descriptive statistics
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Standard deviation | 2597.4823 | 2597.4823 |
| Coefficient of variation (CV) | 0.47230354 | 0.47230354 |
| Kurtosis | -1.1999627 | -1.1999627 |
| Mean | 5499.6037 | 5499.6037 |
| Median Absolute Deviation (MAD) | 2250 | 2250 |
| Skewness | -9.9463172 × 10-5 | -9.9463172 × 10-5 |
| Sum | 5.4996037 × 1010 | 5.4996037 × 1010 |
| Variance | 6746914.5 | 6746914.5 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3640 | 1228 | < 0.1% |
| 2948 | 1221 | < 0.1% |
| 1692 | 1220 | < 0.1% |
| 1926 | 1219 | < 0.1% |
| 1724 | 1219 | < 0.1% |
| 1623 | 1218 | < 0.1% |
| 1637 | 1216 | < 0.1% |
| 9879 | 1216 | < 0.1% |
| 5020 | 1216 | < 0.1% |
| 2164 | 1215 | < 0.1% |
| Other values (8989) | 9987812 |
| Value | Count | Frequency (%) |
| 3640 | 1228 | < 0.1% |
| 2948 | 1221 | < 0.1% |
| 1692 | 1220 | < 0.1% |
| 1926 | 1219 | < 0.1% |
| 1724 | 1219 | < 0.1% |
| 1623 | 1218 | < 0.1% |
| 1637 | 1216 | < 0.1% |
| 9879 | 1216 | < 0.1% |
| 5020 | 1216 | < 0.1% |
| 2164 | 1215 | < 0.1% |
| Other values (8989) | 9987812 |
| Value | Count | Frequency (%) |
| 1000 | 1135 | |
| 1001 | 1089 | |
| 1002 | 1089 | |
| 1003 | 1105 | |
| 1004 | 1079 | |
| 1005 | 1097 | |
| 1006 | 1117 | |
| 1007 | 1083 | |
| 1008 | 1126 | |
| 1009 | 1097 |
| Value | Count | Frequency (%) |
| 1000 | 1135 | |
| 1001 | 1089 | |
| 1002 | 1089 | |
| 1003 | 1105 | |
| 1004 | 1079 | |
| 1005 | 1097 | |
| 1006 | 1117 | |
| 1007 | 1083 | |
| 1008 | 1126 | |
| 1009 | 1097 |
| Value | Count | Frequency (%) |
| 1000 | 1135 | |
| 1001 | 1089 | |
| 1002 | 1089 | |
| 1003 | 1105 | |
| 1004 | 1079 | |
| 1005 | 1097 | |
| 1006 | 1117 | |
| 1007 | 1083 | |
| 1008 | 1126 | |
| 1009 | 1097 |
| Value | Count | Frequency (%) |
| 1000 | 1135 | |
| 1001 | 1089 | |
| 1002 | 1089 | |
| 1003 | 1105 | |
| 1004 | 1079 | |
| 1005 | 1097 | |
| 1006 | 1117 | |
| 1007 | 1083 | |
| 1008 | 1126 | |
| 1009 | 1097 |
purchase_id
['Text', 'Text']
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Distinct | 10000000 | 10000000 |
| Distinct (%) | 100.0% | 100.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 886.9 MiB | 886.9 MiB |
Length
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Max length | 36 | 36 |
| Median length | 36 | 36 |
| Mean length | 36 | 36 |
| Min length | 36 | 36 |
Characters and Unicode
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Total characters | 360000000 | 360000000 |
| Distinct characters | 17 | 17 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Unique | 10000000 | 10000000 ? |
| Unique (%) | 100.0% | 100.0% |
Sample
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| 1st row | bdd640fb-0667-4ad1-9c80-317fa3b1799d | bdd640fb-0667-4ad1-9c80-317fa3b1799d |
| 2nd row | 23b8c1e9-3924-46de-beb1-3b9046685257 | 23b8c1e9-3924-46de-beb1-3b9046685257 |
| 3rd row | bd9c66b3-ad3c-4d6d-9a3d-1fa7bc8960a9 | bd9c66b3-ad3c-4d6d-9a3d-1fa7bc8960a9 |
| 4th row | 972a8469-1641-4f82-8b9d-2434e465e150 | 972a8469-1641-4f82-8b9d-2434e465e150 |
| 5th row | 17fc695a-07a0-4a6e-8822-e8f36c031199 | 17fc695a-07a0-4a6e-8822-e8f36c031199 |
| Value | Count | Frequency (%) |
| c6978940-e936-4971-9859-3f9587cec5fa | 1 | < 0.1% |
| f1ab10a8-af22-4d47-9b1d-b4aa95773946 | 1 | < 0.1% |
| 92c865db-3fe8-4257-96cd-706485b7c578 | 1 | < 0.1% |
| bc9a436a-2df1-4171-8ada-81142d92b032 | 1 | < 0.1% |
| 21a8d0ce-164d-4b9c-921b-86a687f35ca5 | 1 | < 0.1% |
| fb34a115-e0df-45ac-bc8b-f9cb8012cfcf | 1 | < 0.1% |
| 1ffb126f-5897-480e-b839-3a8d0035accd | 1 | < 0.1% |
| 17c3e766-bf4d-4128-a509-11f4ee011ca0 | 1 | < 0.1% |
| 8cc4aa8f-e04b-4751-aa6f-db0f28eef8ae | 1 | < 0.1% |
| 9da02928-aa42-4d2d-b6ac-803f4e6e9f4c | 1 | < 0.1% |
| Other values (9999990) | 9999990 |
| Value | Count | Frequency (%) |
| c6978940-e936-4971-9859-3f9587cec5fa | 1 | < 0.1% |
| f1ab10a8-af22-4d47-9b1d-b4aa95773946 | 1 | < 0.1% |
| 92c865db-3fe8-4257-96cd-706485b7c578 | 1 | < 0.1% |
| bc9a436a-2df1-4171-8ada-81142d92b032 | 1 | < 0.1% |
| 21a8d0ce-164d-4b9c-921b-86a687f35ca5 | 1 | < 0.1% |
| fb34a115-e0df-45ac-bc8b-f9cb8012cfcf | 1 | < 0.1% |
| 1ffb126f-5897-480e-b839-3a8d0035accd | 1 | < 0.1% |
| 17c3e766-bf4d-4128-a509-11f4ee011ca0 | 1 | < 0.1% |
| 8cc4aa8f-e04b-4751-aa6f-db0f28eef8ae | 1 | < 0.1% |
| 9da02928-aa42-4d2d-b6ac-803f4e6e9f4c | 1 | < 0.1% |
| Other values (9999990) | 9999990 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 40000000 | 11.1% |
| 4 | 28753749 | 8.0% |
| a | 21256025 | 5.9% |
| 9 | 21253184 | 5.9% |
| b | 21252535 | 5.9% |
| 8 | 21246418 | 5.9% |
| 0 | 18753429 | 5.2% |
| f | 18752795 | 5.2% |
| 2 | 18752438 | 5.2% |
| e | 18752331 | 5.2% |
| Other values (7) | 131227096 |
| Value | Count | Frequency (%) |
| - | 40000000 | 11.1% |
| 4 | 28753749 | 8.0% |
| a | 21256025 | 5.9% |
| 9 | 21253184 | 5.9% |
| b | 21252535 | 5.9% |
| 8 | 21246418 | 5.9% |
| 0 | 18753429 | 5.2% |
| f | 18752795 | 5.2% |
| 2 | 18752438 | 5.2% |
| e | 18752331 | 5.2% |
| Other values (7) | 131227096 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 360000000 |
| Value | Count | Frequency (%) |
| (unknown) | 360000000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 40000000 | 11.1% |
| 4 | 28753749 | 8.0% |
| a | 21256025 | 5.9% |
| 9 | 21253184 | 5.9% |
| b | 21252535 | 5.9% |
| 8 | 21246418 | 5.9% |
| 0 | 18753429 | 5.2% |
| f | 18752795 | 5.2% |
| 2 | 18752438 | 5.2% |
| e | 18752331 | 5.2% |
| Other values (7) | 131227096 |
| Value | Count | Frequency (%) |
| - | 40000000 | 11.1% |
| 4 | 28753749 | 8.0% |
| a | 21256025 | 5.9% |
| 9 | 21253184 | 5.9% |
| b | 21252535 | 5.9% |
| 8 | 21246418 | 5.9% |
| 0 | 18753429 | 5.2% |
| f | 18752795 | 5.2% |
| 2 | 18752438 | 5.2% |
| e | 18752331 | 5.2% |
| Other values (7) | 131227096 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 360000000 |
| Value | Count | Frequency (%) |
| (unknown) | 360000000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 40000000 | 11.1% |
| 4 | 28753749 | 8.0% |
| a | 21256025 | 5.9% |
| 9 | 21253184 | 5.9% |
| b | 21252535 | 5.9% |
| 8 | 21246418 | 5.9% |
| 0 | 18753429 | 5.2% |
| f | 18752795 | 5.2% |
| 2 | 18752438 | 5.2% |
| e | 18752331 | 5.2% |
| Other values (7) | 131227096 |
| Value | Count | Frequency (%) |
| - | 40000000 | 11.1% |
| 4 | 28753749 | 8.0% |
| a | 21256025 | 5.9% |
| 9 | 21253184 | 5.9% |
| b | 21252535 | 5.9% |
| 8 | 21246418 | 5.9% |
| 0 | 18753429 | 5.2% |
| f | 18752795 | 5.2% |
| 2 | 18752438 | 5.2% |
| e | 18752331 | 5.2% |
| Other values (7) | 131227096 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 360000000 |
| Value | Count | Frequency (%) |
| (unknown) | 360000000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 40000000 | 11.1% |
| 4 | 28753749 | 8.0% |
| a | 21256025 | 5.9% |
| 9 | 21253184 | 5.9% |
| b | 21252535 | 5.9% |
| 8 | 21246418 | 5.9% |
| 0 | 18753429 | 5.2% |
| f | 18752795 | 5.2% |
| 2 | 18752438 | 5.2% |
| e | 18752331 | 5.2% |
| Other values (7) | 131227096 |
| Value | Count | Frequency (%) |
| - | 40000000 | 11.1% |
| 4 | 28753749 | 8.0% |
| a | 21256025 | 5.9% |
| 9 | 21253184 | 5.9% |
| b | 21252535 | 5.9% |
| 8 | 21246418 | 5.9% |
| 0 | 18753429 | 5.2% |
| f | 18752795 | 5.2% |
| 2 | 18752438 | 5.2% |
| e | 18752331 | 5.2% |
| Other values (7) | 131227096 |
product_category
Categorical
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Distinct | 5 | 5 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 612.3 MiB | 612.3 MiB |
| fashion | |
|---|---|
| grocery | |
| electronics | |
| sports | |
| books |
| fashion | |
|---|---|
| grocery | |
| electronics | |
| sports | |
| books |
Length
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Max length | 11 | 11 |
| Median length | 7 | 7 |
| Mean length | 7.2000858 | 7.2000858 |
| Min length | 5 | 5 |
Characters and Unicode
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Total characters | 72000858 | 72000858 |
| Distinct characters | 17 | 17 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| 1st row | electronics | electronics |
| 2nd row | fashion | fashion |
| 3rd row | books | books |
| 4th row | books | books |
| 5th row | sports | sports |
Common Values
| Value | Count | Frequency (%) |
| fashion | 2001425 | |
| grocery | 2000108 | |
| electronics | 1999725 | |
| sports | 1999442 | |
| books | 1999300 |
| Value | Count | Frequency (%) |
| fashion | 2001425 | |
| grocery | 2000108 | |
| electronics | 1999725 | |
| sports | 1999442 | |
| books | 1999300 |
Length
Histogram of lengths of the category
Common Values (Plot)
Profil - Données Originales
Profil - Données Dérivées
| Value | Count | Frequency (%) |
| fashion | 2001425 | |
| grocery | 2000108 | |
| electronics | 1999725 | |
| sports | 1999442 | |
| books | 1999300 |
| Value | Count | Frequency (%) |
| fashion | 2001425 | |
| grocery | 2000108 | |
| electronics | 1999725 | |
| sports | 1999442 | |
| books | 1999300 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 11999300 | |
| s | 9999334 | |
| r | 7999383 | |
| e | 5999558 | |
| c | 5999558 | |
| n | 4001150 | 5.6% |
| i | 4001150 | 5.6% |
| t | 3999167 | 5.6% |
| f | 2001425 | 2.8% |
| a | 2001425 | 2.8% |
| Other values (7) | 13999408 |
| Value | Count | Frequency (%) |
| o | 11999300 | |
| s | 9999334 | |
| r | 7999383 | |
| e | 5999558 | |
| c | 5999558 | |
| n | 4001150 | 5.6% |
| i | 4001150 | 5.6% |
| t | 3999167 | 5.6% |
| f | 2001425 | 2.8% |
| a | 2001425 | 2.8% |
| Other values (7) | 13999408 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 72000858 |
| Value | Count | Frequency (%) |
| (unknown) | 72000858 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 11999300 | |
| s | 9999334 | |
| r | 7999383 | |
| e | 5999558 | |
| c | 5999558 | |
| n | 4001150 | 5.6% |
| i | 4001150 | 5.6% |
| t | 3999167 | 5.6% |
| f | 2001425 | 2.8% |
| a | 2001425 | 2.8% |
| Other values (7) | 13999408 |
| Value | Count | Frequency (%) |
| o | 11999300 | |
| s | 9999334 | |
| r | 7999383 | |
| e | 5999558 | |
| c | 5999558 | |
| n | 4001150 | 5.6% |
| i | 4001150 | 5.6% |
| t | 3999167 | 5.6% |
| f | 2001425 | 2.8% |
| a | 2001425 | 2.8% |
| Other values (7) | 13999408 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 72000858 |
| Value | Count | Frequency (%) |
| (unknown) | 72000858 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 11999300 | |
| s | 9999334 | |
| r | 7999383 | |
| e | 5999558 | |
| c | 5999558 | |
| n | 4001150 | 5.6% |
| i | 4001150 | 5.6% |
| t | 3999167 | 5.6% |
| f | 2001425 | 2.8% |
| a | 2001425 | 2.8% |
| Other values (7) | 13999408 |
| Value | Count | Frequency (%) |
| o | 11999300 | |
| s | 9999334 | |
| r | 7999383 | |
| e | 5999558 | |
| c | 5999558 | |
| n | 4001150 | 5.6% |
| i | 4001150 | 5.6% |
| t | 3999167 | 5.6% |
| f | 2001425 | 2.8% |
| a | 2001425 | 2.8% |
| Other values (7) | 13999408 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 72000858 |
| Value | Count | Frequency (%) |
| (unknown) | 72000858 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 11999300 | |
| s | 9999334 | |
| r | 7999383 | |
| e | 5999558 | |
| c | 5999558 | |
| n | 4001150 | 5.6% |
| i | 4001150 | 5.6% |
| t | 3999167 | 5.6% |
| f | 2001425 | 2.8% |
| a | 2001425 | 2.8% |
| Other values (7) | 13999408 |
| Value | Count | Frequency (%) |
| o | 11999300 | |
| s | 9999334 | |
| r | 7999383 | |
| e | 5999558 | |
| c | 5999558 | |
| n | 4001150 | 5.6% |
| i | 4001150 | 5.6% |
| t | 3999167 | 5.6% |
| f | 2001425 | 2.8% |
| a | 2001425 | 2.8% |
| Other values (7) | 13999408 |
purchase_amount
Real number (ℝ)
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Distinct | 33287 | 33287 |
| Distinct (%) | 0.3% | 0.3% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 60.002092 | 90.003137 |
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Minimum | 0.01 | 0.015 |
| Maximum | 690.43 | 1035.645 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 76.3 MiB | 76.3 MiB |
Quantile statistics
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Minimum | 0.01 | 0.015 |
| 5-th percentile | 10.66 | 15.99 |
| Q1 | 28.83 | 43.245 |
| median | 50.35 | 75.525 |
| Q3 | 80.77 | 121.155 |
| 95-th percentile | 142.41 | 213.615 |
| Maximum | 690.43 | 1035.645 |
| Range | 690.42 | 1035.63 |
| Interquartile range (IQR) | 51.94 | 77.91 |
Descriptive statistics
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Standard deviation | 42.449869 | 63.674803 |
| Coefficient of variation (CV) | 0.70747315 | 0.70747315 |
| Kurtosis | 3.0147333 | 3.0147333 |
| Mean | 60.002092 | 90.003137 |
| Median Absolute Deviation (MAD) | 24.6 | 36.9 |
| Skewness | 1.416529 | 1.416529 |
| Sum | 6.0002092 × 108 | 9.0003137 × 108 |
| Variance | 1801.9914 | 4054.4806 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 27.1 | 1337 | < 0.1% |
| 31.79 | 1331 | < 0.1% |
| 33.36 | 1325 | < 0.1% |
| 31.3 | 1323 | < 0.1% |
| 29.17 | 1318 | < 0.1% |
| 30.67 | 1314 | < 0.1% |
| 28.91 | 1314 | < 0.1% |
| 25.98 | 1314 | < 0.1% |
| 30.69 | 1314 | < 0.1% |
| 24.45 | 1309 | < 0.1% |
| Other values (33277) | 9986801 |
| Value | Count | Frequency (%) |
| 40.65 | 1337 | < 0.1% |
| 47.685 | 1331 | < 0.1% |
| 50.04 | 1325 | < 0.1% |
| 46.95 | 1323 | < 0.1% |
| 43.755 | 1318 | < 0.1% |
| 46.005 | 1314 | < 0.1% |
| 43.365 | 1314 | < 0.1% |
| 38.97 | 1314 | < 0.1% |
| 46.035 | 1314 | < 0.1% |
| 36.675 | 1309 | < 0.1% |
| Other values (33277) | 9986801 |
| Value | Count | Frequency (%) |
| 0.01 | 2 | < 0.1% |
| 0.02 | 6 | |
| 0.03 | 5 | |
| 0.04 | 6 | |
| 0.05 | 6 | |
| 0.06 | 9 | |
| 0.07 | 9 | |
| 0.08 | 5 | |
| 0.09 | 12 | |
| 0.1 | 10 |
| Value | Count | Frequency (%) |
| 0.015 | 2 | < 0.1% |
| 0.03 | 6 | |
| 0.045 | 5 | |
| 0.06 | 6 | |
| 0.075 | 6 | |
| 0.09 | 9 | |
| 0.105 | 9 | |
| 0.12 | 5 | |
| 0.135 | 12 | |
| 0.15 | 10 |
| Value | Count | Frequency (%) |
| 0.015 | 2 | < 0.1% |
| 0.03 | 6 | |
| 0.045 | 5 | |
| 0.06 | 6 | |
| 0.075 | 6 | |
| 0.09 | 9 | |
| 0.105 | 9 | |
| 0.12 | 5 | |
| 0.135 | 12 | |
| 0.15 | 10 |
| Value | Count | Frequency (%) |
| 0.01 | 2 | < 0.1% |
| 0.02 | 6 | |
| 0.03 | 5 | |
| 0.04 | 6 | |
| 0.05 | 6 | |
| 0.06 | 9 | |
| 0.07 | 9 | |
| 0.08 | 5 | |
| 0.09 | 12 | |
| 0.1 | 10 |
purchase_date
Date
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Distinct | 731 | 731 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 76.3 MiB | 76.3 MiB |
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Minimum | 2023-08-01 00:00:00 | 2023-08-01 00:00:00 |
| Maximum | 2025-07-31 00:00:00 | 2025-07-31 00:00:00 |
| Invalid dates | 0 | 0 |
| Invalid dates (%) | 0.0% | 0.0% |
Histogram with fixed size bins (bins=1)
country_code
Categorical
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Distinct | 7 | 7 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 562.7 MiB | 562.7 MiB |
| FR | |
|---|---|
| NG | |
| JP | |
| US | |
| BR | |
| Other values (2) |
| FR | |
|---|---|
| NG | |
| JP | |
| US | |
| BR | |
| Other values (2) |
Length
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Max length | 2 | 2 |
| Median length | 2 | 2 |
| Mean length | 2 | 2 |
| Min length | 2 | 2 |
Characters and Unicode
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Total characters | 20000000 | 20000000 |
| Distinct characters | 12 | 12 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| 1st row | US | US |
| 2nd row | IN | IN |
| 3rd row | NG | NG |
| 4th row | FR | FR |
| 5th row | FR | FR |
Common Values
| Value | Count | Frequency (%) |
| FR | 1430346 | |
| NG | 1429600 | |
| JP | 1429313 | |
| US | 1428765 | |
| BR | 1427647 | |
| DE | 1427447 | |
| IN | 1426882 |
| Value | Count | Frequency (%) |
| FR | 1430346 | |
| NG | 1429600 | |
| JP | 1429313 | |
| US | 1428765 | |
| BR | 1427647 | |
| DE | 1427447 | |
| IN | 1426882 |
Length
Histogram of lengths of the category
Common Values (Plot)
Profil - Données Originales
Profil - Données Dérivées
| Value | Count | Frequency (%) |
| fr | 1430346 | |
| ng | 1429600 | |
| jp | 1429313 | |
| us | 1428765 | |
| br | 1427647 | |
| de | 1427447 | |
| in | 1426882 |
| Value | Count | Frequency (%) |
| fr | 1430346 | |
| ng | 1429600 | |
| jp | 1429313 | |
| us | 1428765 | |
| br | 1427647 | |
| de | 1427447 | |
| in | 1426882 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 2857993 | |
| N | 2856482 | |
| F | 1430346 | |
| G | 1429600 | |
| J | 1429313 | |
| P | 1429313 | |
| U | 1428765 | |
| S | 1428765 | |
| B | 1427647 | |
| D | 1427447 | |
| Other values (2) | 2854329 |
| Value | Count | Frequency (%) |
| R | 2857993 | |
| N | 2856482 | |
| F | 1430346 | |
| G | 1429600 | |
| J | 1429313 | |
| P | 1429313 | |
| U | 1428765 | |
| S | 1428765 | |
| B | 1427647 | |
| D | 1427447 | |
| Other values (2) | 2854329 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20000000 |
| Value | Count | Frequency (%) |
| (unknown) | 20000000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 2857993 | |
| N | 2856482 | |
| F | 1430346 | |
| G | 1429600 | |
| J | 1429313 | |
| P | 1429313 | |
| U | 1428765 | |
| S | 1428765 | |
| B | 1427647 | |
| D | 1427447 | |
| Other values (2) | 2854329 |
| Value | Count | Frequency (%) |
| R | 2857993 | |
| N | 2856482 | |
| F | 1430346 | |
| G | 1429600 | |
| J | 1429313 | |
| P | 1429313 | |
| U | 1428765 | |
| S | 1428765 | |
| B | 1427647 | |
| D | 1427447 | |
| Other values (2) | 2854329 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20000000 |
| Value | Count | Frequency (%) |
| (unknown) | 20000000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 2857993 | |
| N | 2856482 | |
| F | 1430346 | |
| G | 1429600 | |
| J | 1429313 | |
| P | 1429313 | |
| U | 1428765 | |
| S | 1428765 | |
| B | 1427647 | |
| D | 1427447 | |
| Other values (2) | 2854329 |
| Value | Count | Frequency (%) |
| R | 2857993 | |
| N | 2856482 | |
| F | 1430346 | |
| G | 1429600 | |
| J | 1429313 | |
| P | 1429313 | |
| U | 1428765 | |
| S | 1428765 | |
| B | 1427647 | |
| D | 1427447 | |
| Other values (2) | 2854329 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20000000 |
| Value | Count | Frequency (%) |
| (unknown) | 20000000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 2857993 | |
| N | 2856482 | |
| F | 1430346 | |
| G | 1429600 | |
| J | 1429313 | |
| P | 1429313 | |
| U | 1428765 | |
| S | 1428765 | |
| B | 1427647 | |
| D | 1427447 | |
| Other values (2) | 2854329 |
| Value | Count | Frequency (%) |
| R | 2857993 | |
| N | 2856482 | |
| F | 1430346 | |
| G | 1429600 | |
| J | 1429313 | |
| P | 1429313 | |
| U | 1428765 | |
| S | 1428765 | |
| B | 1427647 | |
| D | 1427447 | |
| Other values (2) | 2854329 |
customer_age
Real number (ℝ)
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Distinct | 62 | 62 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 48.503522 | 48.503522 |
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Minimum | 18 | 18 |
| Maximum | 79 | 79 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 76.3 MiB | 76.3 MiB |
Quantile statistics
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Minimum | 18 | 18 |
| 5-th percentile | 21 | 21 |
| Q1 | 33 | 33 |
| median | 49 | 49 |
| Q3 | 64 | 64 |
| 95-th percentile | 76 | 76 |
| Maximum | 79 | 79 |
| Range | 61 | 61 |
| Interquartile range (IQR) | 31 | 31 |
Descriptive statistics
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Standard deviation | 17.892452 | 17.892452 |
| Coefficient of variation (CV) | 0.36888974 | 0.36888974 |
| Kurtosis | -1.2002934 | -1.2002934 |
| Mean | 48.503522 | 48.503522 |
| Median Absolute Deviation (MAD) | 15 | 15 |
| Skewness | -0.00041163779 | -0.00041163779 |
| Sum | 4.8503522 × 108 | 4.8503522 × 108 |
| Variance | 320.13982 | 320.13982 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 71 | 162161 | 1.6% |
| 66 | 162032 | 1.6% |
| 28 | 161960 | 1.6% |
| 57 | 161915 | 1.6% |
| 29 | 161893 | 1.6% |
| 40 | 161787 | 1.6% |
| 61 | 161778 | 1.6% |
| 59 | 161766 | 1.6% |
| 56 | 161746 | 1.6% |
| 76 | 161729 | 1.6% |
| Other values (52) | 8381233 |
| Value | Count | Frequency (%) |
| 71 | 162161 | 1.6% |
| 66 | 162032 | 1.6% |
| 28 | 161960 | 1.6% |
| 57 | 161915 | 1.6% |
| 29 | 161893 | 1.6% |
| 40 | 161787 | 1.6% |
| 61 | 161778 | 1.6% |
| 59 | 161766 | 1.6% |
| 56 | 161746 | 1.6% |
| 76 | 161729 | 1.6% |
| Other values (52) | 8381233 |
| Value | Count | Frequency (%) |
| 18 | 161095 | |
| 19 | 161578 | |
| 20 | 161547 | |
| 21 | 161429 | |
| 22 | 160302 | |
| 23 | 161336 | |
| 24 | 160626 | |
| 25 | 160710 | |
| 26 | 160595 | |
| 27 | 161499 |
| Value | Count | Frequency (%) |
| 18 | 161095 | |
| 19 | 161578 | |
| 20 | 161547 | |
| 21 | 161429 | |
| 22 | 160302 | |
| 23 | 161336 | |
| 24 | 160626 | |
| 25 | 160710 | |
| 26 | 160595 | |
| 27 | 161499 |
| Value | Count | Frequency (%) |
| 18 | 161095 | |
| 19 | 161578 | |
| 20 | 161547 | |
| 21 | 161429 | |
| 22 | 160302 | |
| 23 | 161336 | |
| 24 | 160626 | |
| 25 | 160710 | |
| 26 | 160595 | |
| 27 | 161499 |
| Value | Count | Frequency (%) |
| 18 | 161095 | |
| 19 | 161578 | |
| 20 | 161547 | |
| 21 | 161429 | |
| 22 | 160302 | |
| 23 | 161336 | |
| 24 | 160626 | |
| 25 | 160710 | |
| 26 | 160595 | |
| 27 | 161499 |
payment_type
Categorical
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Distinct | 4 | 4 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 608.0 MiB | 608.0 MiB |
| paypal | |
|---|---|
| cash | |
| crypto | |
| credit_card |
| paypal | |
|---|---|
| cash | |
| crypto | |
| credit_card |
Length
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Max length | 11 | 11 |
| Median length | 6 | 6 |
| Mean length | 6.7493674 | 6.7493674 |
| Min length | 4 | 4 |
Characters and Unicode
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Total characters | 67493674 | 67493674 |
| Distinct characters | 14 | 14 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Profil - Données Originales | Profil - Données Dérivées | |
|---|---|---|
| 1st row | paypal | paypal |
| 2nd row | crypto | crypto |
| 3rd row | cash | cash |
| 4th row | crypto | crypto |
| 5th row | crypto | crypto |
Common Values
| Value | Count | Frequency (%) |
| paypal | 2502160 | |
| cash | 2499938 | |
| crypto | 2499192 | |
| credit_card | 2498710 |
| Value | Count | Frequency (%) |
| paypal | 2502160 | |
| cash | 2499938 | |
| crypto | 2499192 | |
| credit_card | 2498710 |
Length
Histogram of lengths of the category
Common Values (Plot)
Profil - Données Originales
Profil - Données Dérivées
| Value | Count | Frequency (%) |
| paypal | 2502160 | |
| cash | 2499938 | |
| crypto | 2499192 | |
| credit_card | 2498710 |
| Value | Count | Frequency (%) |
| paypal | 2502160 | |
| cash | 2499938 | |
| crypto | 2499192 | |
| credit_card | 2498710 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 10002968 | |
| c | 9996550 | |
| p | 7503512 | |
| r | 7496612 | |
| y | 5001352 | |
| t | 4997902 | |
| d | 4997420 | |
| l | 2502160 | 3.7% |
| s | 2499938 | 3.7% |
| h | 2499938 | 3.7% |
| Other values (4) | 9995322 |
| Value | Count | Frequency (%) |
| a | 10002968 | |
| c | 9996550 | |
| p | 7503512 | |
| r | 7496612 | |
| y | 5001352 | |
| t | 4997902 | |
| d | 4997420 | |
| l | 2502160 | 3.7% |
| s | 2499938 | 3.7% |
| h | 2499938 | 3.7% |
| Other values (4) | 9995322 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 67493674 |
| Value | Count | Frequency (%) |
| (unknown) | 67493674 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 10002968 | |
| c | 9996550 | |
| p | 7503512 | |
| r | 7496612 | |
| y | 5001352 | |
| t | 4997902 | |
| d | 4997420 | |
| l | 2502160 | 3.7% |
| s | 2499938 | 3.7% |
| h | 2499938 | 3.7% |
| Other values (4) | 9995322 |
| Value | Count | Frequency (%) |
| a | 10002968 | |
| c | 9996550 | |
| p | 7503512 | |
| r | 7496612 | |
| y | 5001352 | |
| t | 4997902 | |
| d | 4997420 | |
| l | 2502160 | 3.7% |
| s | 2499938 | 3.7% |
| h | 2499938 | 3.7% |
| Other values (4) | 9995322 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 67493674 |
| Value | Count | Frequency (%) |
| (unknown) | 67493674 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 10002968 | |
| c | 9996550 | |
| p | 7503512 | |
| r | 7496612 | |
| y | 5001352 | |
| t | 4997902 | |
| d | 4997420 | |
| l | 2502160 | 3.7% |
| s | 2499938 | 3.7% |
| h | 2499938 | 3.7% |
| Other values (4) | 9995322 |
| Value | Count | Frequency (%) |
| a | 10002968 | |
| c | 9996550 | |
| p | 7503512 | |
| r | 7496612 | |
| y | 5001352 | |
| t | 4997902 | |
| d | 4997420 | |
| l | 2502160 | 3.7% |
| s | 2499938 | 3.7% |
| h | 2499938 | 3.7% |
| Other values (4) | 9995322 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 67493674 |
| Value | Count | Frequency (%) |
| (unknown) | 67493674 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 10002968 | |
| c | 9996550 | |
| p | 7503512 | |
| r | 7496612 | |
| y | 5001352 | |
| t | 4997902 | |
| d | 4997420 | |
| l | 2502160 | 3.7% |
| s | 2499938 | 3.7% |
| h | 2499938 | 3.7% |
| Other values (4) | 9995322 |
| Value | Count | Frequency (%) |
| a | 10002968 | |
| c | 9996550 | |
| p | 7503512 | |
| r | 7496612 | |
| y | 5001352 | |
| t | 4997902 | |
| d | 4997420 | |
| l | 2502160 | 3.7% |
| s | 2499938 | 3.7% |
| h | 2499938 | 3.7% |
| Other values (4) | 9995322 |
Interactions
Profil - Données Originales
Profil - Données Dérivées
Profil - Données Originales
Profil - Données Dérivées
Profil - Données Originales
Profil - Données Dérivées
Profil - Données Originales
Profil - Données Dérivées
Profil - Données Originales
Profil - Données Dérivées
Profil - Données Originales
Profil - Données Dérivées
Profil - Données Originales
Profil - Données Dérivées
Profil - Données Originales
Profil - Données Dérivées
Profil - Données Originales
Profil - Données Dérivées
Correlations
Profil - Données Originales
Profil - Données Dérivées
Profil - Données Originales
| country_code | customer_age | customer_id | payment_type | product_category | purchase_amount | |
|---|---|---|---|---|---|---|
| country_code | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| customer_age | 0.000 | 1.000 | -0.000 | 0.000 | 0.000 | 0.000 |
| customer_id | 0.000 | -0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| payment_type | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| product_category | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| purchase_amount | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
Profil - Données Dérivées
| country_code | customer_age | customer_id | payment_type | product_category | purchase_amount | |
|---|---|---|---|---|---|---|
| country_code | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| customer_age | 0.000 | 1.000 | -0.000 | 0.000 | 0.000 | 0.000 |
| customer_id | 0.000 | -0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| payment_type | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| product_category | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| purchase_amount | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
Missing values
Profil - Données Originales
A simple visualization of nullity by column.
Profil - Données Dérivées
A simple visualization of nullity by column.
Profil - Données Originales
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Profil - Données Dérivées
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
Profil - Données Originales
| customer_id | purchase_id | product_category | purchase_amount | purchase_date | country_code | customer_age | payment_type | |
|---|---|---|---|---|---|---|---|---|
| 0 | 8270 | bdd640fb-0667-4ad1-9c80-317fa3b1799d | electronics | 26.05 | 2024-10-05 | US | 54 | paypal |
| 1 | 1860 | 23b8c1e9-3924-46de-beb1-3b9046685257 | fashion | 29.33 | 2025-03-02 | IN | 36 | crypto |
| 2 | 6390 | bd9c66b3-ad3c-4d6d-9a3d-1fa7bc8960a9 | books | 51.17 | 2023-09-08 | NG | 75 | cash |
| 3 | 6191 | 972a8469-1641-4f82-8b9d-2434e465e150 | books | 59.31 | 2024-03-01 | FR | 66 | crypto |
| 4 | 6734 | 17fc695a-07a0-4a6e-8822-e8f36c031199 | sports | 9.38 | 2024-09-07 | FR | 75 | crypto |
| 5 | 7265 | 9a1de644-815e-46d1-bb8f-aa1837f8a88b | fashion | 33.01 | 2024-12-10 | NG | 31 | paypal |
| 6 | 1466 | b74d0fb1-32e7-4629-8fad-c1a606cb0fb3 | electronics | 92.99 | 2023-08-14 | US | 64 | crypto |
| 7 | 5426 | 6b65a6a4-8b81-48f6-b38a-088ca65ed389 | books | 32.21 | 2024-03-18 | US | 19 | crypto |
| 8 | 6578 | 47378190-96da-4dac-b2ff-5d2a386ecbe0 | sports | 24.86 | 2024-03-14 | US | 77 | paypal |
| 9 | 9322 | c241330b-01a9-471f-9e8a-774bcf36d58b | electronics | 24.80 | 2024-03-01 | NG | 61 | cash |
Profil - Données Dérivées
| customer_id | purchase_id | product_category | purchase_amount | purchase_date | country_code | customer_age | payment_type | |
|---|---|---|---|---|---|---|---|---|
| 0 | 8270 | bdd640fb-0667-4ad1-9c80-317fa3b1799d | electronics | 39.075 | 2024-10-05 | US | 54 | paypal |
| 1 | 1860 | 23b8c1e9-3924-46de-beb1-3b9046685257 | fashion | 43.995 | 2025-03-02 | IN | 36 | crypto |
| 2 | 6390 | bd9c66b3-ad3c-4d6d-9a3d-1fa7bc8960a9 | books | 76.755 | 2023-09-08 | NG | 75 | cash |
| 3 | 6191 | 972a8469-1641-4f82-8b9d-2434e465e150 | books | 88.965 | 2024-03-01 | FR | 66 | crypto |
| 4 | 6734 | 17fc695a-07a0-4a6e-8822-e8f36c031199 | sports | 14.070 | 2024-09-07 | FR | 75 | crypto |
| 5 | 7265 | 9a1de644-815e-46d1-bb8f-aa1837f8a88b | fashion | 49.515 | 2024-12-10 | NG | 31 | paypal |
| 6 | 1466 | b74d0fb1-32e7-4629-8fad-c1a606cb0fb3 | electronics | 139.485 | 2023-08-14 | US | 64 | crypto |
| 7 | 5426 | 6b65a6a4-8b81-48f6-b38a-088ca65ed389 | books | 48.315 | 2024-03-18 | US | 19 | crypto |
| 8 | 6578 | 47378190-96da-4dac-b2ff-5d2a386ecbe0 | sports | 37.290 | 2024-03-14 | US | 77 | paypal |
| 9 | 9322 | c241330b-01a9-471f-9e8a-774bcf36d58b | electronics | 37.200 | 2024-03-01 | NG | 61 | cash |
Profil - Données Originales
| customer_id | purchase_id | product_category | purchase_amount | purchase_date | country_code | customer_age | payment_type | |
|---|---|---|---|---|---|---|---|---|
| 9999990 | 7989 | 1ffb126f-5897-480e-b839-3a8d0035accd | books | 46.15 | 2024-07-29 | DE | 76 | crypto |
| 9999991 | 2325 | 17c3e766-bf4d-4128-a509-11f4ee011ca0 | fashion | 127.41 | 2023-11-27 | NG | 22 | credit_card |
| 9999992 | 7574 | 8cc4aa8f-e04b-4751-aa6f-db0f28eef8ae | electronics | 136.27 | 2024-05-28 | BR | 51 | crypto |
| 9999993 | 9393 | 9da02928-aa42-4d2d-b6ac-803f4e6e9f4c | fashion | 64.53 | 2024-04-19 | FR | 48 | credit_card |
| 9999994 | 7615 | d7722a66-e9e6-4387-8c67-b9a54e4f8f1b | grocery | 37.19 | 2024-08-25 | IN | 68 | credit_card |
| 9999995 | 2310 | 8e1c7980-cbed-4d37-831d-1cda628845dd | books | 67.81 | 2025-03-07 | JP | 19 | crypto |
| 9999996 | 7956 | f2a8821e-d63f-450d-9e5c-0a2f793c317d | grocery | 8.33 | 2024-05-14 | JP | 78 | paypal |
| 9999997 | 2108 | 88a0bfc1-04cc-4ff9-b8ad-756c2bbd935f | sports | 17.89 | 2024-06-30 | IN | 79 | cash |
| 9999998 | 1606 | ad7762d8-1892-4456-b55b-37d16adf032b | sports | 51.30 | 2024-12-31 | JP | 46 | crypto |
| 9999999 | 9666 | be5cc67d-d5a0-49bf-8c30-578519e7fee6 | fashion | 47.75 | 2024-02-17 | FR | 26 | cash |
Profil - Données Dérivées
| customer_id | purchase_id | product_category | purchase_amount | purchase_date | country_code | customer_age | payment_type | |
|---|---|---|---|---|---|---|---|---|
| 9999990 | 7989 | 1ffb126f-5897-480e-b839-3a8d0035accd | books | 69.225 | 2024-07-29 | DE | 76 | crypto |
| 9999991 | 2325 | 17c3e766-bf4d-4128-a509-11f4ee011ca0 | fashion | 191.115 | 2023-11-27 | NG | 22 | credit_card |
| 9999992 | 7574 | 8cc4aa8f-e04b-4751-aa6f-db0f28eef8ae | electronics | 204.405 | 2024-05-28 | BR | 51 | crypto |
| 9999993 | 9393 | 9da02928-aa42-4d2d-b6ac-803f4e6e9f4c | fashion | 96.795 | 2024-04-19 | FR | 48 | credit_card |
| 9999994 | 7615 | d7722a66-e9e6-4387-8c67-b9a54e4f8f1b | grocery | 55.785 | 2024-08-25 | IN | 68 | credit_card |
| 9999995 | 2310 | 8e1c7980-cbed-4d37-831d-1cda628845dd | books | 101.715 | 2025-03-07 | JP | 19 | crypto |
| 9999996 | 7956 | f2a8821e-d63f-450d-9e5c-0a2f793c317d | grocery | 12.495 | 2024-05-14 | JP | 78 | paypal |
| 9999997 | 2108 | 88a0bfc1-04cc-4ff9-b8ad-756c2bbd935f | sports | 26.835 | 2024-06-30 | IN | 79 | cash |
| 9999998 | 1606 | ad7762d8-1892-4456-b55b-37d16adf032b | sports | 76.950 | 2024-12-31 | JP | 46 | crypto |
| 9999999 | 9666 | be5cc67d-d5a0-49bf-8c30-578519e7fee6 | fashion | 71.625 | 2024-02-17 | FR | 26 | cash |
Duplicate rows
Profil - Données Originales
| customer_id | purchase_id | product_category | purchase_amount | purchase_date | country_code | customer_age | payment_type | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|
| Dataset does not contain duplicate rows. | |||||||||
Profil - Données Dérivées
| customer_id | purchase_id | product_category | purchase_amount | purchase_date | country_code | customer_age | payment_type | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|
| Dataset does not contain duplicate rows. | |||||||||